Prediction method, device and equipment in technical hotspot field and storage medium

A technology in the field of technology and technology hotspots, applied in the direction of forecasting, calculation models, resources, etc., can solve the problems of incomplete and accurate information and inaccurate technical hotspots, and achieve high accuracy and improve the effect of prediction accuracy

Active Publication Date: 2020-01-14
华夏幸福产业投资有限公司
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  • Abstract
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Problems solved by technology

[0004] However, the inventors found that there are at least the following problems in the prior art: it may be that the information obtained by experts is not comprehensive and accurate, so the predicted technical hotspots are not accurate enough

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  • Prediction method, device and equipment in technical hotspot field and storage medium
  • Prediction method, device and equipment in technical hotspot field and storage medium
  • Prediction method, device and equipment in technical hotspot field and storage medium

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Embodiment

[0034] In traditional technology, experts determine technology evaluation indicators based on professional knowledge and experience, and predict technology hotspots based on technology evaluation indicators. The above method of obtaining technical evaluation indicators may lead to the following problems: Since the technical evaluation indicators are determined by experts based on experience and professional knowledge, if the information obtained by experts is not comprehensive and accurate enough, the accuracy of the technical evaluation indicators determined through the above methods not tall. When the accuracy of the determined technical evaluation indicators is not high, the accuracy of the technology hot spots predicted based on the technical evaluation indicators will also be low. In other words, the accuracy of predictions in technology hotspots has been reduced.

[0035] Based on the above, it can be understood that in order to improve the prediction accuracy of techno...

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Abstract

The embodiment of the invention discloses a prediction method, device and equipment for the technical hotspot field and a storage medium, and the method comprises the steps: obtaining a historical technical literature set which comprises at least two historical technical literatures; determining the technical field corresponding to each historical technical literature; for each technical field, calculating each technical evaluation index value in a technical evaluation index set according to the historical technical literature set, and determining the technical evaluation index set by a technical evaluation index set determination model generated based on machine learning training; and predicting the technical hotspot field according to the technical evaluation index values corresponding to the technical fields. According to the embodiment of the invention, comprehensive and accurate information can be obtained through machine learning, so that the accuracy of the technical evaluationindex set determined by the technical evaluation index set determination model generated based on machine learning training is relatively high. Based on this, the technical hotspot field is predictedaccording to the technical evaluation index set, so that the prediction accuracy of the technical hotspot field is improved.

Description

technical field [0001] The embodiments of the present invention relate to big data analysis technology, and in particular to a prediction method, device, equipment and storage medium in the field of technical hotspots. Background technique [0002] With the rapid development of science and technology, new technologies are emerging in an endless stream, and the cross-integration and cross-field application of new technologies has increasingly become the main theme of technological development. A new technology can quickly improve the energy level of an industry, completely reshape the structure of an industry chain, and even completely subvert the structure of an industry. The above can be achieved through predictions in technology hotspots. Forecast research in technology hotspots refers to the analysis and research of technical fields that can promote the development and transformation of an existing industrial field. [0003] In the existing technology, based on professi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/335G06Q10/04G06Q10/06G06N20/00
CPCG06F16/335G06Q10/04G06Q10/06393G06N20/00
Inventor 赵威
Owner 华夏幸福产业投资有限公司
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